logo
Loading...
« Pharmakon » pour les usagers : Analyse des sentiments du récit dans WhatsApp
Linguistics and LanguagesMultilingual African Digital Semiotics & E-Lit Journal (MADSEJ)

« Pharmakon » pour les usagers : Analyse des sentiments du récit dans WhatsApp

Y. J. Waliya and E. G. Mbey

Explore how Derrida's 'pharmakon'—the double-edged quality of texts—plays out in 5,727 WhatsApp messages among University of Calabar lecturers and staff, analyzed with NLP, an LLM, and Excel to map textual and participant sentiments and foster sustainable peaceful interactions. This research was conducted by Authors present in <Authors> tag.... show more
Abstract
Although Derrida's concept of "pharmakon," which denotes the dual valence-positive and negative in oral and written texts, has been extensively investigated in literary, philosophical, and cultural studies, its application to conversations on social media platforms like WhatsApp, particularly in the context of sentiment analysis, remains underexplored. This study scrutinises a dataset of 5,727 messages exchanged by lecturers and administrative staff in the WhatsApp group of the Department of Modern Languages and Translation Studies at the University of Calabar, collected between April 30, 2019, and March 27, 2024. Using natural language processing (NLP) techniques with R, a large language model (LLM), and Microsoft Excel as digital tools, we classify both textual sentiments and participants' sentiments. The analysis aims to foster sustainable peaceful interactions, thereby enhancing productive collaboration within the group.
Publisher
Multilingual African Digital Semiotics & E-Lit Journal (MADSEJ)
Published On
Authors
Yohanna Joseph Waliya, Etete Gregory Mbey
Tags
pharmakonsentiment analysisWhatsApp conversationsnatural language processing (NLP)large language model (LLM)sustainable peaceful interactions
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 22+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny